Comparing active learning, semi-supervised learning and combination of them on deep learning.
A dynamic implementation of supervised deep learning architecture
Semi-Supervised Learning Method for Deep Neural Networks
Code on Paper [ECCV2018]Semi-Supervised Deep Learning with Memory
Caffe implementation of our paper: "Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning"
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
A supervised deep learning based resource allocation scheme for multi-cell wireless system.
A self-supervised deep learning method for ECG classification
Attend in Groups: a Weakly-supervised Deep Learning Framework for Learning from Web Data